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Academic Researchers, PhD Students, Literature Review Teams, Research Librarians
Connect Mendeley to any MCP client in minutes
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Turn Mendeley into an AI research workspace: search your library and the global catalog, clean citation metadata, organize folders, attach PDFs, manage annotations, and coordinate shared group libraries.
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Browse all toolsBuild a literature review shortlist
Turns a broad topic into a grounded review queue from your existing library.
Search my Mendeley library for papers about retrieval augmented generation, group the strongest matches by theme, and return the citation details, authors, year, source, tags, and any notes that help me decide what to read first.
Import a discovered paper
Uses catalog discovery for papers that are not already in the library.
Search the Mendeley catalog for this DOI, show me the returned citation metadata, then create a library document from the best match and tell me which fields were imported.
Clean citation metadata
Improves citation hygiene before exporting references or writing.
Find documents in my Mendeley library with missing DOI, journal, author, or publication-year fields, rank the records that most need cleanup, and suggest the exact metadata fields to update.
Organize a project folder
Uses download_folder_files instead of per-document metadata loops.
Download the PDF attachments from my Mendeley literature-review folder and tell me how many files were retrieved.
What can an AI agent do with Mendeley now?
It can search your personal or group library, discover papers in the global catalog, create and update citation records, organize folders, upload or download PDF attachments, manage annotations, and handle trash cleanup.
How is catalog search different from library search?
Catalog search finds global bibliographic records that may not be in your account yet. Library search works on documents already saved in your personal or group Mendeley library.
Can it help with literature reviews and systematic reviews?
Yes. A useful pattern is catalog discovery for new papers, library search for saved papers, folder organization for inclusion sets, and metadata cleanup before exporting or writing.
Related editorial
Mendeley Research Workflows with AI
What agents can now do with Mendeley: catalog discovery, citation cleanup, folders, PDFs, annotations, groups, and trash.
Domain knowledge for Mendeley — workflow patterns, data models, and gotchas for your AI agent.
Mendeley is a reference management system for scholarly work. It stores citation metadata separately from uploaded full-text files, organizes records into personal or shared libraries, and supports collaboration through private or invite-only groups.
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Other capabilities
Add To Folder
add_to_folderAdd a document to a Mendeley folder. Documents can belong to multiple folders. The document must already exist in the user's library — create or import the citation record first. List folders to find folder_id, or create a folder before adding membership. Group library documents can only join folders in the same group — match group_id from the document with the folder's group. If the document is already in the folder, the call succeeds with already_in_folder=true (idempotent).
Open in StudioShowing the first 25 tools — full list and schemas: Directory API.
It can search your personal or group library, discover papers in the global catalog, create and update citation records, organize folders, upload or download PDF attachments, manage annotations, and handle trash cleanup.
Catalog search finds global bibliographic records that may not be in your account yet. Library search works on documents already saved in your personal or group Mendeley library.
Yes. A useful pattern is catalog discovery for new papers, library search for saved papers, folder organization for inclusion sets, and metadata cleanup before exporting or writing.
Yes. Files are separate from citation metadata: the agent can upload a PDF to an existing document, list file records, download file content as base64, or delete an attachment without deleting the citation record.
Yes. The server can list groups, create or update private and invite-only groups, inspect shared documents and folders, and delete a group when the collaboration space itself should be removed.
Treat file deletion, document trash, and permanent trash deletion as separate actions. Soft-delete documents first, review trash, and permanently delete only when the citation record should not be recoverable.
It can download file content when the connected account has access, but the best workflow is targeted: find the relevant document, inspect or download the attached file, then summarize the specific paper.
They are not interchangeable. Document IDs, file IDs, folder IDs, annotation IDs, and group IDs refer to different object types and must be used with the matching tool.
Add the MCPBundles server URL to your MCP client configuration (Claude Desktop, Cursor, VS Code, etc.). The URL format is: https://mcp.mcpbundles.com/bundle/mendeley. Authentication is handled automatically.
Mendeley provides 30 tools that can be called by AI agents, along with a SKILL.md that gives your AI agent domain knowledge about when and how to use them.
Mendeley uses One-click sign in. Mendeley requires credentials. Connect via MCPBundles and authentication is handled automatically.
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